← Representation
Knowledge & Reasoning › Representation ›

Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Enriching the Metadata of Community-Generated Digital Content through Entity Linking: An Evaluative Comparison of State-of-the-Art Models EACL 2024
Unlocking the Power of Large Language Models for Entity Alignment ACL 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024
KGAST: From Knowledge Graphs to Annotated Synthetic Texts ACL 2024
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning ACL 2024
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs AAAI 2024
Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships CVPR 2024
Knowledge Graph Extraction from Total Synthesis Documents ACL 2024
Viewpoint-Aware Visual Grounding in 3D Scenes CVPR 2024
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes ACL 2024
Progressively Modality Freezing for Multi-Modal Entity Alignment ACL 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024
TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024
Compositional Generalization with Grounded Language Models ACL 2024
RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024
Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024
KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion COLING 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment AAAI 2024
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning AAAI 2024
Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024
MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024